Instructor: Larry Winner Office: 228 Griffin/Floyd e-mail: winner@stat.ufl.edu Office Hours: TBA
TA: Office: Griffin-Floyd e-mail: Office Hours: TBA
|
Peter Dalgaard. |
Author: Dalgaard,
Peter |
Published: New York
: Springer, c2008. |
|
SpringerLink http://dx.doi.org/10.1007/978-0-387-79054-1 An electronic book accessible
through the World Wide Web; click for information |
UF ONLINE See Link to Connect | |||||||||||||||||||||||
Syllabus Spring 2024 (2nd Period) WORD PDF
Syllabus Spring 2024 (4th Period) WORD PDF
Textbook
EXAM 1 Topics Exam 2 Topics Exam 3 Topics
Old Exams (Solutions Not Provided)
Exam 1 2012 2013 Exam 2 2012 2013 Exam 3 2012 2013 Note for #3, n=37
Linear Regression Datasets and Programs (KNNL)
Statistical Tables
Miscellaneous Datasets and Programs
Running Programs in R
Running R on Windows and Macs (Source: Stanford University Social Science Data and Software)
Downloading RStudio (Very helpful platform for Running R and managing Plots) http://www.rstudio.com/ide/download/
Class Notes
Supplementary Course Notes/R Programs (pdf) Intro-Chapter2 Chapter3-Chapter4 Chapter5-Chapter13 Datasets/R Programs
NOTE: In the Section on Prediction Intervals, it should be: +/- t(1-a/2;n-2)... not +/- t(a/2;n-2)....
Appendix A Course Notes (PPT)
Chapter 1 Course Notes (PPT)
Antiioxidant Levels and Activity in 40 Varieties of Lager Beer Data (.csv) Description EXCEL Spreadsheet
Chapter 2 Course Notes (PPT)
WNBA Heights and Weights Data (.csv) R Program R Text Output R Graphics Output
Chapter 3 Course Notes (PPT) PDF
Simple Linear Regression - Graphing and Testing Model Assumptions - NBA Players Weights and Heights EXCEL R Program
Chapter 4 Course Notes (PPT)
Chapter 5 Course Notes (PPT)
Lottery Matrix Example R Program
WNBA Heights and Weights R Program
Chapter 6 Course Notes (PPT)
Texas January Mean Temperature Analysis Data (.csv) R Program R Output EXCEL Spreadsheet
Chapter 7 Course Notes (PPT)
Texas January Mean Temperature Extra Sums of Squares EXCEL Spreadsheet
US Residential Energy Consumption 1984-2010 Data Description R Program
Chapter 8 Course Notes (PPT)
Container Ship Speed and Fuel Consumption for ship_leg = 1 EXCEL Data(All ship_legs) Description
Response Surface Model - Top NASCAR Qualifying Speeds by Track
Chapter 9 Course Notes (PPT)
Cruise Ship Model Building R Program R Text Output Data Description
Quadricep Angle Example
Chapter 10 Course Notes (PPT)
Multiple Linear Regression - Efficiency of Muscle Work (Diagnostics)
Chapter 11 Course Notes (PPT)
Estimated Weighted Least Squares - Profits and Market Structure for High Advertising Firms Data Description
Maya Moore - WNBA Points/Minutes 2014 (.csv) R Program
Chapter 12 Course Notes (PPT)
U.S. Clothing and Footwear Sales 1929-2013 (EXCEL) Data (.csv) Description
New Jersey Casino Data - Cochrane-Orcutt Method (EXCEL) Worksheet R Program R Output
Chapter 13 Course Notes (PPT)
Cobb-Douglas Production Function Case Study Data Description
Orlistat Fat Absorption Case Study Data Description R Program R Output
Kentucky Derby Winning Speeds Data (.csv) R Program
Chapter 1 & 2 Course Notes (WORD)
Chapter 3 & 4 Course Notes
Diagnostics Using EXCEL (Chapter 3)
Chapter 5 - Introduction to Matrix Algebra (Part I)
Matrix Program for Exam 1 Take-Home Portion
Influence Diagnostics
Worksheets/In-Class Examples
Appendix A - John Snow, Siskel&Ebert, Exotic Pet Species Glucose Levels
Discrete Bivariate Distribution - Female Curling Scores by End at 2014 World Championships EXCEL
Blood Alcohol Elimination Rates by Gender Data Description
Chapters 1&2 - Simple Linear Regression - Paddy Fields Soft Soil Depth and Bearing Capacity Note: n=51, n-2=49
Data Description R Program R Graphics Output Solution EXCEL Spreadsheet
Texas Hold 'em Estimated and True Winning Probability Worksheet EXCEL
Diagnostics Worksheet Bearing Capacity EXCEL Spreadsheet Bearing Capacity Updated for Friday 9/28/12 Lecture
Fiber Strength EXCEL Spreadsheet Fiber Strength Updated for Monday 10/1/12 Lecture
Yarn Count and Spindle Output Worksheet EXCEL Spreadsheet Data Description R Program R Text Output R Graphics Output
Gravity and Latitude Worksheet EXCEL Spreadsheet
Cruise Ship Regression Models
Texas January Mean Temp - 369 Stations Worksheet Added Variable Plot/Standardized Regression Model (Corrected)
LPGA Data EXCEL Spreadsheet
Egyptian Cotton Brightness EXCEL Spreadsheet Worksheet
Model Building - Cruise Ship Data R Program R Text Output Data Description
Influential Observations/Outliers - Efficiency of Muscle Work EXCEL Spreadsheet R Program R Text Output R Graphics Output
Wine Consumption and Population by State (EXCEL)
New Jersey Casino Data - Cochrane-Orcutt Method (EXCEL) Worksheet R Program R Output
Student Solutions Manual
Practice Problems
Chapter 1 Practice Problems: 1,2,3,5,6,7,11,13,19-28
Chapter 2 Practice Problems: 1-5,8,10,11,12,14,17,18,22,23,26,32,33,34
Chapter 3 Practice Problems: 1-8,11,15,16,18
Chapter 4 Practice Problems: 2-4,7,12,13,19
Chapter 5 Practice Problems: 1-8,10A,12-15,21-23
Chapter 6 Practice Problems: 1-4,5,6,7,8,9,16
Chapter 7 Practice Problems: 1,3-6,9,11-14,16-18,20,22-26
Chapter 8 Practice Problem (This was all in Chapters 7, 11 of 4th ed). 3-8,11,15,19
Chapter 9 Practice Problems (This was in Chapter 8 of 4th Ed.): 1,2,9,10,13-16
Chapter 10 Practice Problems (This was in Chapter 9 of 4th Ed.): 3,5,6,9,10,13-17
Chapter 11 Practice Problems (This was in Chapter 10 of 4th Ed.): 2,4-8
Chapter 12 Practice Problems: 3-7,9-11,13-15
Homework Projects
Homework Project 1 (Due Sept. 17, 2014)
micegrow.xls micegrow.dat
R Program to Read GPA Data R Program to Read micegrow data